Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-07-20 0.246465 0.275454 0.308048 0.347731 0.395183 0.450677 0.521350
2025-07-27 0.211858 0.253166 0.304513 0.374588 0.470344 0.600875 0.800580
2025-08-03 0.185532 0.232141 0.294338 0.386800 0.527416 0.746393 1.146159
2025-08-10 0.163262 0.210940 0.277861 0.383884 0.559230 0.864558 1.520683
2025-08-17 0.141962 0.187278 0.253039 0.361821 0.552706 0.913912 1.799427
2025-08-24 0.127285 0.170942 0.236147 0.348224 0.555841 0.981213 2.175497
2025-08-31 0.117417 0.160393 0.226389 0.344178 0.574675 1.088372 2.773159
2025-09-07 0.110167 0.152921 0.220336 0.345146 0.603178 1.231319 3.694602
2025-09-14 0.101182 0.141855 0.207057 0.330615 0.595377 1.279689 4.342055
2025-09-21 0.093857 0.132788 0.196156 0.318874 0.590936 1.336641 5.172856
2025-09-28 0.088706 0.126793 0.189859 0.315072 0.603918 1.453917 6.710655
2025-10-05 0.088182 0.128265 0.196636 0.338440 0.689954 1.874914 12.954963
2025-10-12 0.086846 0.128445 0.201460 0.359574 0.781582 2.435648 30.644466
2025-10-19 0.084832 0.127326 0.203839 0.376183 0.869569 3.128112 99.440065
2025-10-26 0.082088 0.124690 0.203015 0.385341 0.939961 3.876899 614.710461
2025-11-02 0.078257 0.119809 0.197271 0.381627 0.966470 4.416321 27851.872715
2025-11-09 0.072954 0.111932 0.184874 0.359550 0.920296 4.334399 NaN
2025-11-16 0.068911 0.106133 0.176257 0.346025 0.902665 4.493378 NaN
2025-11-23 0.066096 0.102416 0.171583 0.342002 0.920458 5.038705 NaN
2025-11-30 0.063954 0.099806 0.168958 0.342958 0.959044 5.943350 NaN
2025-12-07 0.060632 0.094818 0.161001 0.328557 0.929326 5.986853 NaN
2025-12-14 0.057766 0.090558 0.154317 0.316920 0.908725 6.138685 NaN
2025-12-21 0.055751 0.087803 0.150643 0.313151 0.921992 6.854232 NaN